shap / shap

A game theoretic approach to explain the output of any machine learning model.

Date Created 2016-11-22 (7 years ago)

Commits 2,659 (last one 3 days ago)

Stargazers 21,857 (42 this week)

Watchers 240 (0 this week)

Forks 3,183

License mit

Ranking

RepositoryStats indexes 523,840 repositories, of these shap/shap is ranked #1,148 (99th percentile) for total stargazers, and #5,335 for total watchers. Github reports the primary language for this repository as Jupyter Notebook, for repositories using this language it is ranked #23/14,471.

shap/shap is also tagged with popular topics, for these it's ranked: deep-learning (#59/7720), machine-learning (#61/7264), interpretability (#1/144)

Other Information

shap/shap has 46 open pull requests on Github, 610 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 810 open issues and 1,653 closed issues.

There have been 54 releases, the latest one was published on 2024-05-07 (24 days ago) with the name v0.45.1.

Homepage URL: https://shap.readthedocs.io

All Topics

shap shapley deep-learning explainability interpretability machine-learning gradient-boosting

Star History

Github stargazers over time

Watcher History

Github watchers over time, collection started in '23

Recent Commit History

621 commits on the default branch (master) since jan '22

Yearly Commits

Commits to the default branch (master) per year

Issue History

Languages

The primary language is Jupyter Notebook but there's also others...

updated: 2024-05-31 @ 09:30pm, id: 74505259 / R_kgDOBHDcKw